Deep Learning

38 Commonly Used Python Libraries for Various Fields

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38 Commonly Used Python Libraries for Various Fields

Source:Big Data DT (ID:bigdatadt)Authors:Li Mingjiang, Zhang Liangjun, Zhou Dongping, Zhang ShangjiaContent excerpted from “Python 3 Quick Start to Intelligent Data Analysis”This article is about5200 words, suggested reading time10 minutes. This article summarizes commonly used Python libraries. [ Guide ]Python, as a well-designed programming language, is now widely used in various fields. With its powerful third-party … Read more

Carefully Recommended Machine Learning Resources

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Introduction With the continuous heat in the AI field, more and more people are starting to self-learn AI. The first challenge of self-learning AI is how to find useful learning resources; there are too many resources online. Some users have shared machine learning resources in QQ groups through screenshots, with resources so abundant that it … Read more

Illustrating 72 Fundamental Machine Learning Concepts

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Illustrating 72 Fundamental Machine Learning Concepts

1. Overview of Machine Learning 1) What is Machine Learning Artificial Intelligence is a new technical science that studies and develops theories, methods, technologies, and application systems for simulating, extending, and enhancing human intelligence. It is a broad and vague concept, with the ultimate goal of artificial intelligence being to enable computers to mimic human … Read more

When Machine Learning Meets Topology: Topological Data Analysis and Topological Deep Learning

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When Machine Learning Meets Topology: Topological Data Analysis and Topological Deep Learning

Introduction As a branch of mathematics, topology describes the properties and structures of space in a unique way. In recent years, geometry and topology have been widely applied in machine learning, especially topological models, which play a significant role in data representation and feature extraction. Topological Data Analysis (TDA) is rooted in algebraic topology and … Read more

A Comprehensive Guide to Mixed Precision Training

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A Comprehensive Guide to Mixed Precision Training

MLNLP ( Machine Learning Algorithms and Natural Language Processing ) is a well-known natural language processing community both domestically and internationally, covering NLP master’s and doctoral students, university teachers, and industry researchers.The community’s vision is to promote communication between the academic and industrial circles of natural language processing and machine learning, especially for beginners. This … Read more

Medical Text Annotation Tool | A Great Partner for NLP

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Medical Text Annotation Tool | A Great Partner for NLP

At this stage, deep learning has become a very important technical means in the field of natural language processing, among which supervised learning is a very important method. Whether it is sequence labeling or text classification in supervised learning, it relies on a large amount of labeled data for model training. How to improve the … Read more

New Paper: Domain-Specific Corpus and Pre-trained Models for NLP in Architecture

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New Paper: Domain-Specific Corpus and Pre-trained Models for NLP in Architecture

DOI: https://doi.org/10.1016/j.compind.2022.103733 50 Days Free Access Link: https://authors.elsevier.com/a/1fHOibquFR5MK 00 TL;DR There is significant attention on the application of AI in the architecture field. The construction industry contains a large amount of textual information (e.g., engineering specifications, contracts, and construction documents), which has rich domain concepts and semantic features, containing complex domain knowledge. For example, every … Read more

Tsinghua University’s Sun Maosong: A Glimpse into Natural Language Processing

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Tsinghua University's Sun Maosong: A Glimpse into Natural Language Processing

Source: AI Technology Review This article is approximately 6625 words long and is recommended to be read in 10 minutes. This article introduces a deep discussion by Professor Sun Maosong, Executive Vice Dean of the Institute of Artificial Intelligence at Tsinghua University, on the contributions, current state, and future challenges of natural language processing. Recently, … Read more

An Introduction to AI for Beginners

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An Introduction to AI for Beginners

█ What Exactly Is AI?AI is an abbreviation for artificial intelligence. Artificial, many students may misinterpret as some adjective related to art. In fact, artificial means “man-made,” which is the opposite of natural. Intelligence is not easily misinterpreted; it means “intelligence.” The name of Intel Corporation is based on the first five letters of this … Read more

Exclusive Guide To Getting Started With Natural Language Processing (NLP)

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Exclusive Guide To Getting Started With Natural Language Processing (NLP)

Acknowledgments Dr. Zhong Chongguang participated in proofreading the article titled “Step-by-Step Improvement of Kaggle Competition Model Accuracy, Taking the Claims of American Good Hands Insurance Company as an Example” published by DataPi THU on June 5 and THU DataPi on June 8, and provided many constructive suggestions. The DataPi translation team sincerely thanks Dr. Zhong! … Read more